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Rohan Ghosh🛠️ 1 tool 🙏 4 karmaMay 12, 2026@AgentSwarmsBuilding multi-agent AI systems shouldn’t require wrestling with messy Python boilerplate, cloud subscription or complex local setups. I built AgentSwarms (AgentSwarms.fyi) to solve this. It’s an interactive, in-browser visual sandbox for learning, building, testing, and orchestrating multi-agent AI workflows. Instead of relying on a single AI chatbot that easily hallucinates, AgentSwarms lets you drag and drop specialized AI agents—like data extractors, code reviewers, and SQL query nodes—to handle complex tasks reliably. Key features for builders: Visual Edge Tracing: Stop guessing why your AI failed. Click any connection line to see the exact JSON data passing between agents in real-time. In-Browser Execution: Powered by local DuckDB WASM. No backend setup required. Enterprise Templates: Test reverse-engineered Agenitic AI architectures for Cybersecurity, Finance, and E-commerce and 10+ industries right on the canvas. If you are tired of black-box AI debugging and want to master Agentic AI orchestration visually, come try the sandbox for free! Let me know what you think of the new execution history features. 🚀 -
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AI agent for Jupyter: Generate code, run cells with natural language.Open
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Improved our ad spend on grocery RMNs significantly, great team to work with and their AI works magic! -
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What you’re describing is interesting, but also risky. If users stay for insights but you position around ops efficiency, you’re likely attracting the wrong icp and underpricing the real value. In similar cases, that creates a significant revenue ceiling. Have you tested leading with insight speed / decision advantage instead of scheduling pain? -
This tells you which queries you can win and what to make.Open
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OpenI tested the product on my own idea and was really satisfied with the result. The analysis feels structured, professional, and much more grounded than a typical LLM chat. It helped me see both the strengths and weak points of the idea and made me want to run it again with a more thoughtful input. I also liked the detailed AI analysis logging, the debate flow, and the potential/readiness matrix. Even after one run, the product already feels valuable for a founder. With deeper UX/UI and technical development, I can see strong potential in it. -
Open - SpotlightAdaptTask automation
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Used it to check my running form. It helped me change a couple things and gave me some exercises. I have less knee pain now.
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Chat to query, analyze, and run operations on your Postgres database.Open - Didn't find the AI you were looking for?
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While other similar services feed a bunch of file names into the AI, this tool doesn't send them. Instead, it generates code that runs in the browser. When the number of file names exceeds 1000, this tool completes the task, whereas other tools get slow.
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Used it for PPT generation and performed extremely well, especially the numbers and data part.
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Hi there everyone! You might know us if you're familiar in the open-source space, but at Unsloth we do a lot of things. Mainly we help you fine-tune LLMs locally and help you run LLMs more efficiently and accurately. All of this is 100% local and of course open-source. We DO NOT have paid plans currently and everything is free and open-source. We also have a sub Reddit r/unsloth and very active Discord server so if you have any questions please do ask! Thank you! :)
